{"id":"W4403512585","doi":"10.70615/alemur.v9i2.7208","title":"Devolutiva em pesquisa: A caminhada biocultural, saúde e natureza nos caminhos de Antônio Pereira, Ouro Preto, Minas Gerais","year":2024,"lang":"pt","type":"article","venue":"Além dos Muros da Universidade.","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Northwest Territories","funders":"","keywords":"Humanities; Geography; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01014278,0.0007452519,0.0007485567,0.001675162,0.01579648,0.01060097,0.002043759,0.003941413,0.005152205],"category_scores_gemma":[0.009376662,0.0006764279,0.0006040078,0.002612203,0.01881215,0.007078654,0.008542126,0.007049576,0.0009052938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01073945,"about_ca_system_score_gemma":0.0206212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04913941,"about_ca_topic_score_gemma":0.08744313,"domain_scores_codex":[0.9892111,0.006857744,0.0002703946,0.001258238,0.001401821,0.001000656],"domain_scores_gemma":[0.9912966,0.003146471,0.0008654644,0.0005105184,0.001701399,0.002479402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009097347,0.0000929509,0.01001604,0.0005818455,0.00004000697,0.001507157,0.7191586,0.0002489644,0.001611624,0.1338245,0.04496143,0.08786592],"study_design_scores_gemma":[0.000008287533,0.00007968899,0.009414227,0.0009092714,0.00002429248,0.0006896051,0.231259,0.0001905831,0.0005890191,0.02385454,0.7329277,0.00005376766],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1971889,0.08500412,0.009649422,0.5932109,0.004298973,0.0001107108,0.0001508311,0.0001734559,0.1102127],"genre_scores_gemma":[0.8571906,0.04395613,0.008039952,0.02505613,0.0008603165,0.0001547911,0.00006674889,0.0003119001,0.06436349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04913941,"threshold_uncertainty_score":0.09770679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143187044870305,"score_gpt":0.2456854647518686,"score_spread":0.2342535943031656,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}